Optimal design of information Centric Networks

被引:12
|
作者
Mangili, Michele [1 ,2 ]
Martignon, Fabio [1 ,3 ]
Capone, Antonio [2 ]
机构
[1] Univ Paris 11, LRI, F-91405 Orsay, France
[2] Politecn Milan, DEIB, I-20133 Milan, Italy
[3] Inst Univ France, Paris, France
关键词
Information-Centric Networking; Planning; Optimization; Content distribution;
D O I
10.1016/j.comnet.2015.09.003
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Information-Centric Networking (ICN) has recently gained momentum as a promising paradigm for the next-generation Internet architecture. The first prototypes for ICN-capable routers have already been developed; however, to migrate the devices to this novel architecture, non-negligible investments should be made. Therefore, it is of utter importance to provide clear quantitative insights of the expected economic benefits that operators will experience by switching to the ICN paradigm. For these reasons, in this paper we tackle the content-aware network-planning problem, and we formulate a novel optimization model to study the migration to an ICN, in a budget-constrained scenario. Our formulation takes into accurate account traffic routing and content caching. We prove that the optimization problem is NP-Hard, then we formulate heuristics to efficiently solve it. An extensive simulation campaign with real network topologies shows that our greedy heuristic cuts the computation time while finding close to optimal solutions, and therefore can effectively support network operators to evaluate the effects of a migration to ICN. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:638 / 653
页数:16
相关论文
共 50 条
  • [21] Information-Centric Networks With Correlated Mobility
    Liu, Xiaoying
    Zheng, Kechen
    Zhao, Jun
    Liu, Xiao-Yang
    Wang, Xinbing
    Di, Xin
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2017, 66 (05) : 4256 - 4270
  • [22] Information Centric Networks for Parallel Processing in the Datacenter
    Pianese, Fabio
    [J]. 2013 33RD IEEE INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS WORKSHOPS (ICDCSW 2013), 2013, : 208 - 213
  • [23] Enhancing Information Resilience in Disruptive Information-Centric Networks
    Sourlas, Vasilis
    Ascigil, Onur
    Psaras, Ioannis
    Pavlou, George
    [J]. IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2018, 15 (02): : 746 - 760
  • [24] Scalable Forwarding for Information-Centric Networks
    Yang, Weizhen
    Trossen, Dirk
    Tapolcai, Janos
    [J]. 2013 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2013, : 3639 - +
  • [25] Content Allocation in Information-Centric Networks
    Kim, Sung-Yeon
    Lee, Jang-Won
    [J]. 2016 INTERNATIONAL CONFERENCE ON INFORMATION NETWORKING (ICOIN), 2016, : 135 - 140
  • [26] On Caching and Routing in Information-Centric Networks
    Seetharam, Anand
    [J]. IEEE COMMUNICATIONS MAGAZINE, 2018, 56 (03) : 204 - 209
  • [27] On the Benefit of Information Centric Networks for Traffic Engineering
    Su, Kai
    Westphal, Cedric
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2014, : 3178 - 3184
  • [28] A Survey of Mobility in Information-Centric Networks
    Tyson, Gareth
    Sastry, Nishanth
    Cuevas, Ruben
    Rimac, Ivica
    Mauthe, Andreas
    [J]. COMMUNICATIONS OF THE ACM, 2013, 56 (12) : 90 - 98
  • [29] On the Throughput Capacity of Information-Centric Networks
    Azimdoost, Bita
    Westphal, Cedric
    Sadjadpour, Hamid R.
    [J]. 2013 25TH INTERNATIONAL TELETRAFFIC CONGRESS (ITC), 2013,
  • [30] Traffic engineering for information-centric networks
    Reed, Martin J.
    [J]. 2012 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2012, : 2660 - 2665